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Toulouse Hyperspectral Data Set: A benchmark data set to assess semi-supervised spectral representation learning and pixel-wise classification techniques
ISPRS Journal of Photogrammetry and Remote Sensing, 2024, 212, pp.323-337. ⟨10.1016/j.isprsjprs.2024.05.003⟩

Thoreau Romain, Risser Laurent, Achard Véronique, Berthelot Béatrice, Briottet Xavier

A scalable problem to benchmark robust multidisciplinary design optimization techniques
Optimization and Engineering, 2024, 25, pp.941-958. ⟨10.1007/s11081-023-09830-y⟩

Aziz-Alaoui Amine, Roustant Olivier, De Lozzo Matthias

Local Lipschitz Constant Computation of ReLU-FNNs: Upper Bound Computation with Exactness Verification
European Control Conference (ECC 2024), Jun 2024, Stockholm, Sweden. ⟨10.23919/ECC64448.2024.10590974⟩

Ebihara Yoshio, Dai Xin, Magron Victor, Peaucelle Dimitri, Tarbouriech Sophie

Singularities of Holomorphic Vector Fields in Dimensions >= 3: Results and Problems
Handbook of Geometry and Topology of Singularities VI: Foliations, pp 39-99, 2024, 978-3-031-54171-1. ⟨10.1007/978-3-031-54172-8_2⟩

Rebelo Julio, Reis Helena

Strongly Goldilocks domains, quantitative visibility, and applications
Journal of Mathematical Analysis and Applications, 2024, 534 (2), pp.128130. ⟨10.1016/j.jmaa.2024.128130⟩

Nikolov Nikolai, Ökten Ahmed Yekta

Training Adaptive Reconstruction Networks for Blind Inverse Problems
SIAM Journal on Imaging Sciences, 2024, 17 (2), pp.1314 - 1346. ⟨10.1137/23M1545628⟩

Gossard Alban, Weiss Pierre

Branching random walk with non-local competition
Journal of the London Mathematical Society, 2024, 109 (6), ⟨10.1112/jlms.12919⟩

Maillard Pascal, Penington Sarah

Emergence of dynamical networks in termites
French Regional Conference on Complex Systems FRCCS, May 2024, Montpellier, France

Devers Louis, Bonavita Perrine, Jost Christian

Analyse d'une compétition mondiale de football féminin par Process Mining
55èmes Journées de Statistique de la SFdS (2024), SFdS : Société Française de Statistique, May 2024, Bordeaux, France. pp.1--7

Lacroix Laly, Treilhou Julie, Claeys Emmanuelle, Dejean Sébastien

Verifying Properties of Binary Neural Networks Using Sparse Polynomial Optimization
Thirteenth International Conference on Learning Representations (ICLR), 2025, Apr 2025, Singapour, Singapore. 22 p

Yang Jianting, Ðurašinović Srećko, Lasserre Jean-Bernard, Magron Victor, Zhao Jun